{"title":"Hydrogeochemical evaluation of groundwater evolution and quality in some Voltaian aquifers of Kintampo South District, Bono East Region, Ghana: Implications from chemometric analysis, geochemical modeling and geospatial mapping techniques","authors":"Emmanuel Daanoba Sunkari , Rafiatu Iddrisu , Joseph Turkson , Moses Boakye Okyere , Abayneh Ataro Ambushe","doi":"10.1016/j.hydres.2024.09.001","DOIUrl":"10.1016/j.hydres.2024.09.001","url":null,"abstract":"<div><p>Kintampo South District in the Bono East Region of Ghana is dominated by metavolcanic and metasedimentary rocks of the Birimian and the Voltaian Supergroups, which are reported to show aquifer complexities and quality issues. Therefore, assessment of groundwater evolution and quality is important in this area because of the growing need for groundwater for both agricultural and residential use. The people heavily rely on agriculture as their main source of livelihood, and the agricultural practices could potentially impact the groundwater quality. Consequently, this research aimed to evaluate groundwater appropriateness in the Voltaian aquifers of the Kintampo South District for irrigation and consumption. Irrigation water quality indices, geochemical modeling, hydrochemical graphing, and chemometric analysis were all used in the assessment. The investigation reported potassium ion (K<sup>+</sup>) as the principal cation in the groundwater, showing concentrations within the range of 0.200 to 61.0 mg/L and a mean of 6.32 mg/L. Bicarbonate (HCO<sub>3</sub><sup>−</sup>) is also the major anion in the samples with values that vary from 2.00 to 238 mg/L and a mean of 27.8 mg/L. Geospatial mapping indicates that these predominant ions show higher concentrations in the central part of the study area. Groundwater evolved from K-SO<sub>4</sub>-HCO<sub>3</sub> to Na-HCO<sub>3</sub>-Cl water types and other mixed forms, which are influenced by atmospheric precipitation and rock weathering. Geochemical modeling reveals that undersaturation of the groundwater occurs in relation to all the silicate and carbonate minerals in the aquifer. However, most samples show positive correlation with these minerals, suggesting precipitation under pre-existing conditions. Chemometric analysis indicated that the chemical composition of groundwater is controlled by human-induced and geogenic activities. With respect to all hydrochemical parameters, the groundwater is largely deemed safe for residential use based on the computed Water Quality Index values. The groundwater in the district is also appropriate for irrigation, according to irrigation indices of water quality such as the Wilcox diagram, sodium adsorption ratio (SAR), Electrical conductivity (EC), magnesium ratio (MR), and sodium percent (Na%).</p></div>","PeriodicalId":100615,"journal":{"name":"HydroResearch","volume":"8 ","pages":"Pages 13-27"},"PeriodicalIF":0.0,"publicationDate":"2024-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2589757824000234/pdfft?md5=76125f11a0e97e5d727e06a5ac4b8d87&pid=1-s2.0-S2589757824000234-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142172991","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Remote sensing in hydrology: A systematic review of its applications in the Upper Blue Nile Basin, Ethiopia","authors":"Yilkal Gebeyehu Mekonnen , Tena Alamirew , Abebe Demissie Chukalla , Demelash Ademe Malede , Sileshi Getahun Yalew , Aramde Fetene Mengistu","doi":"10.1016/j.hydres.2024.09.002","DOIUrl":"10.1016/j.hydres.2024.09.002","url":null,"abstract":"<div><p>The Upper Blue Nile basin is important for sustaining millions of livelihoods in Ethiopia and downstream nations. However, there are very few hydroclimate observatories in the basin. Remote sensing is an alternative for providing synoptic, repetitive, and timely information. This review investigated how remote sensing data is applied in studying the basin's hydrology. The main application areas include satellite rainfall products evaluation, land use land cover change mapping, evapotranspiration modeling, groundwater recharge estimation, and soil moisture and water storage monitoring. CHIRPS is reported to be the best-performing satellite-based precipitation product. Natural forest, grassland, and shrubland coverage is decreasing, whereas agriculture and urban are increasing. Remote Sensing is used to extract hydrogeological features, identify recharge zones, assess soil moisture, and manage reservoirs. Overall, this review offers insights into how remote sensing can be applied in hydrology, benefiting policymakers, researchers, and practitioners by harnessing the full potential of remote sensing technology.</p></div>","PeriodicalId":100615,"journal":{"name":"HydroResearch","volume":"8 ","pages":"Pages 1-12"},"PeriodicalIF":0.0,"publicationDate":"2024-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2589757824000246/pdfft?md5=3cad4158aa424985ee8625c67c626def&pid=1-s2.0-S2589757824000246-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142167728","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
HydroResearchPub Date : 2024-01-01DOI: 10.1016/j.hydres.2024.04.002
I.O. Idowu , A.O. Ojo
{"title":"Exploring groundwater resources in southwestern Nigeria: An integrated geophysical approach","authors":"I.O. Idowu , A.O. Ojo","doi":"10.1016/j.hydres.2024.04.002","DOIUrl":"https://doi.org/10.1016/j.hydres.2024.04.002","url":null,"abstract":"<div><p>Groundwater potential regions were delineated using Very-Low Frequency Electromagnetic (VLF-EM) and Vertical Electrical Sounding (VES) geophysical techniques. The VLF-EM measurements were taken as fast reconnaissance to delineate shallow conductive features along seven traverses with 10 m station intervals. The data were qualitatively analyzed and indicated zones of hydrogeological relevance, pointing to regions for VES investigations. Thirteen VESs were mapped with 100 m intervals between current electrodes, and the data were processed manually and using WinResist software to generate sounding curves and geo-electric sections that revealed 3 (84.6%) and 4 (15.4%) layers of earth models. The aquifer units were found in the weathered and fractured layers. The subsurface was classified into high, medium, and low groundwater potential regions, with a larger area indicating low prospects. Regions with high potentials had overburden thicknesses above 18 m, while medium and low yields had overburden thicknesses of 13–18 m and below 13 m, respectively.</p></div>","PeriodicalId":100615,"journal":{"name":"HydroResearch","volume":"7 ","pages":"Pages 213-224"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S258975782400012X/pdfft?md5=00cd0b89576fdebb816adc1d65aee779&pid=1-s2.0-S258975782400012X-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140551108","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
HydroResearchPub Date : 2024-01-01DOI: 10.1016/j.hydres.2024.02.001
Oghenero Ohwoghere-Asuma , Felix Iwebunor Chinyem , Prince Atiti , Duke Ophori
{"title":"Contaminant transport modelling of the vulnerability of aquifer to cyanide from cassava processing mill in the western Niger Delta","authors":"Oghenero Ohwoghere-Asuma , Felix Iwebunor Chinyem , Prince Atiti , Duke Ophori","doi":"10.1016/j.hydres.2024.02.001","DOIUrl":"https://doi.org/10.1016/j.hydres.2024.02.001","url":null,"abstract":"<div><p>The threat to groundwater by toxic wastewater in the vicinity of cassava processing mills has not been taken seriously in the Niger delta region. Consequently, the fate of cyanide from the surficial surface into underlying aquifers was modelled by MODFLOW and MT3DMS. The vulnerability is influenced by subsurface geology, vertical hydraulic conductivity and sorptive characteristics of the unsaturated zones, seasonal recharge and depth to water levels. The migration of cyanide is considerably not different from the direction of groundwater flow. Its migration is significantly affected by the geology and constituents of the unsaturated zones which retard the spread of cyanide plume into the underlying aquifers. The study has successfully demonstrated the effectiveness of MODFLOW and MT3DMS in determining the vulnerability of aquifers to cassava wastewater from processing mills and associated contaminants. The pumped-and- treat technique is specifically suggested for the remediation of cyanide contaminated aquifers characterized by high hydraulic conductivity.</p></div>","PeriodicalId":100615,"journal":{"name":"HydroResearch","volume":"7 ","pages":"Pages 154-163"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2589757824000064/pdfft?md5=4ddb76dd82d4e96e0122fd8934c1d776&pid=1-s2.0-S2589757824000064-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140013997","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
HydroResearchPub Date : 2024-01-01DOI: 10.1016/j.hydres.2024.05.001
Md. Moniruzzaman Monir , Subaran Chandra Sarker , Abu Reza Md. Towfiqul Islam
{"title":"A critical review on groundwater level depletion monitoring based on GIS and data-driven models: Global perspectives and future challenges","authors":"Md. Moniruzzaman Monir , Subaran Chandra Sarker , Abu Reza Md. Towfiqul Islam","doi":"10.1016/j.hydres.2024.05.001","DOIUrl":"https://doi.org/10.1016/j.hydres.2024.05.001","url":null,"abstract":"<div><p>The present study aims to thoroughly review GWL depletion monitoring studies completed between 2000 and 2023 based on data-driven models and GIS approaches from a global perspective. The review summarizes the details of the reviewed papers, including location, period, time scale, key objective, input parameter, applied model, performance metrics, research gaps, limitations, and depletion rate. The mean rate of GWL depletion varied worldwide from 2.9 ± 1.56 to 1100 ± 33.76 mm/yr using data-driven models and from 7.6 ± 2.98 to 2046 ± 45.27 mm/yr using GIS-based approaches. This study assesses the strength of relationships between various keywords and analyzed co-author networks using the Vos-viewer. It proposes a groundwater development strategy based on the evaluated papers to provide a long-term solution to the water scarcity problem. Overall, this review highlights the existing research gaps and suggests potential future research paths to boost the associated new knowledge and increase the accuracy of the GWL depletion monitoring approaches.</p></div>","PeriodicalId":100615,"journal":{"name":"HydroResearch","volume":"7 ","pages":"Pages 285-300"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2589757824000179/pdfft?md5=025afc6f0960d7dbf7738dc7c58250fb&pid=1-s2.0-S2589757824000179-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140900980","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
HydroResearchPub Date : 2024-01-01DOI: 10.1016/j.hydres.2024.04.005
Benjamin Nnamdi Ekwueme
{"title":"Regression model optimization using least square algorithms for streamflow data transposition in tropical humid Water Basin","authors":"Benjamin Nnamdi Ekwueme","doi":"10.1016/j.hydres.2024.04.005","DOIUrl":"https://doi.org/10.1016/j.hydres.2024.04.005","url":null,"abstract":"<div><p>Several projects are under consideration within the Anambra-Imo River Basin (AIRB). However, the location of these projects differs from established gauging stations, necessitating transposition of hydrological information for ungauged sites. This study investigates the transposability of maximum monthly stream records using regression models, employing neighboring stream records as predictors. Ten-year records of five rivers (Adada, Ajali, Otanmiri, Imo, and Ivo Rivers) were deployed to predict one another using a simple regression with five trends (linear, quadratic, cubic, logarithmic, and power). A metric based on compromise programming reveal that Imo records best predict Adada (<span><math><msup><mi>R</mi><mn>2</mn></msup><mo>=</mo><mn>0.636</mn></math></span>), Ajali (<span><math><msup><mi>R</mi><mn>2</mn></msup><mo>=</mo><mn>0.777</mn></math></span>), and Ivo (<span><math><msup><mi>R</mi><mn>2</mn></msup><mo>=</mo><mn>0.403</mn></math></span>) records, while Ajali and Ivo records are the best predictors of Imo (<span><math><msup><mi>R</mi><mn>2</mn></msup><mo>=</mo><mn>0.703</mn></math></span>) and Otanmiri (<span><math><msup><mi>R</mi><mn>2</mn></msup><mo>=</mo><mn>0.349</mn></math></span>) records, respectively. Linear trends appear to capture relationships among neighboring rivers most effectively. Lack of correlation among neighboring rivers, despite sharing the same basin, suggests that transposition models are catchment-specific and do not support regionalization.</p></div>","PeriodicalId":100615,"journal":{"name":"HydroResearch","volume":"7 ","pages":"Pages 257-271"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2589757824000155/pdfft?md5=79370b62f08ef1717c833846aae3b502&pid=1-s2.0-S2589757824000155-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140824361","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
HydroResearchPub Date : 2024-01-01DOI: 10.1016/j.hydres.2024.04.004
Hafeez Ahmed Talpur , Shakeel Ahmed Talpur , Amanullah Mahar , Gianluigi Rosatelli , Muhammad Yousuf Jat Baloch , Aziz Ahmed , Aqib Hassan Ali Khan
{"title":"Investigating drinking water quality, microbial pollution, and potential health risks in selected schools of Badin city, Pakistan","authors":"Hafeez Ahmed Talpur , Shakeel Ahmed Talpur , Amanullah Mahar , Gianluigi Rosatelli , Muhammad Yousuf Jat Baloch , Aziz Ahmed , Aqib Hassan Ali Khan","doi":"10.1016/j.hydres.2024.04.004","DOIUrl":"10.1016/j.hydres.2024.04.004","url":null,"abstract":"<div><p>This study investigated drinking water quality in public, private, and religious schools in Badin city, Pakistan. Physicochemical parameters were within limits except for slightly elevated pH and turbidity. The microbial analysis showed that T.C., and F.C., were found in all samples, and <em>E. coli</em> in 55% of the smaples, with significant differences in quantities. Microbial contaminants correlated positively with pH, turbidity, and each other, linking them to sewage, runoff, and waste. Bacterial counts exceeded WHO guidelines, and the pollution load index (PLI) demonstrated declining water quality. The water quality index (WQI) rated samples as 30% “very good,” 35% “good,” and 35% “poor ”; none were “excellent” or safe to drink. Subpar water quality poses health risks to children, potentially causing diarrhea, hepatitis A, and typhoid. To mitigate risks, infrastructure improvements, education initiatives, and public awareness campaigns are necessary for securing safe water access to support the well-being of school children and the community.</p></div>","PeriodicalId":100615,"journal":{"name":"HydroResearch","volume":"7 ","pages":"Pages 248-256"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2589757824000143/pdfft?md5=0e00e69819b32d2c2720a5857718a857&pid=1-s2.0-S2589757824000143-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140773889","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Assessing the water quality of Vatadahosahalli Lake in Chikkaballapura district, Karnataka, India","authors":"Kavitha Kapani , Nagabhushan V. Charantimath , Pavan Chikkanarayanaswamy , Uday Jayaramaiah","doi":"10.1016/j.hydres.2024.06.001","DOIUrl":"10.1016/j.hydres.2024.06.001","url":null,"abstract":"<div><p>Freshwater lakes, crucial for the country's economy, play diverse roles in supporting industrial, agricultural, and ecological processes. Despite their significance, rising human activities globally, including in India, are degrading water quality, posing threats to biodiversity and human health. In this study, water quality parameters such as temperature, turbidity, electrical conductivity (EC), total dissolved solids (TDS), total hardness (TH), pH, dissolved oxygen (DO), biological oxygen demand (BOD), and chemical oxygen demand (COD), nitrate (NO<sub>3</sub><sup>−</sup>), phosphate (PO<sub>4</sub><sup>3−</sup>), lead (Pb), arsenic (As), mercury (Hg), and cadmium (Cd) were investigated at Vatadahosahalli Lake in 2022. The data were analyzed using descriptive statistics and Parsons's correlation matrix, and drinking suitability was accessed by the Water Quality Index (WQI). Parameters like turbidity, BOD, COD, and metals exhibited significant seasonal fluctuations, impacting overall water quality and analysis of these water quality parameters revealed that the water is polluted by various anthropogenic activities. The Water Quality Index was used to condense these parameters into a single interpretable value. Results indicated significant seasonal fluctuations, with the winter season presenting ‘poor’ water conditions and the monsoon and post-monsoon seasons presenting ‘good’ water conditions, while the summer season presents the most concerning water quality. At site ‘A', the water was categorized as ‘unsuitable’, with the reaming sites ‘B' and ‘C', being classified as ‘poor’ and ‘good’, respectively. The study emphasizes the importance of monitoring and implementing strategic measures for the preservation and sustainable management of Vatadahosahalli Lake. This research also provides valuable insights for policymakers and local communities, enabling them to take informed actions to protect this vital freshwater resource.</p></div>","PeriodicalId":100615,"journal":{"name":"HydroResearch","volume":"7 ","pages":"Pages 326-336"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2589757824000209/pdfft?md5=0f4664051a50ac40b8313154728eb1ba&pid=1-s2.0-S2589757824000209-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141281859","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Current status of stream water quality around selected Tea Gardens from Southern Western Ghats, Tamil Nadu, India – A case study","authors":"Eswaran Rangasamy PhD (Research Scholar), Muniasamy Muniyandi (Assistant Professor)","doi":"10.1016/j.hydres.2024.01.002","DOIUrl":"10.1016/j.hydres.2024.01.002","url":null,"abstract":"<div><p>In this study, metal concentration in tea garden-associated stream water samples from the south Western Ghats of Tamil Nadu was evaluated using ICP-MS to know the current status of pollution level, sources of pollution, probable water quality, and impacts of heavy metals. Stream water pollution of hill regions communities using the heavy metal pollution index, principal compound analysis, and Pearson correlation analysis were measured. In addition, for this purpose, water phy-chem parameters were also measured, such as (pH, temperature, conductivity, salinity, and TDS) using a pH meter. PO4 and F- UV-spectrophotometer, Na, K, and calcium (flame photo meter), NO3- NO3-N (Electronic method-horiba), and turbidity meter to evaluate the stream-water quality were used, and heavy metals, particularly Al, As, Cd, Fe, Cr, Cu, Zn, Pb, Ni, and Mn are analyzed as heavy metal pollutions. The phy-chem average values of pH, Temp, EC, Tds, Salinity, alkalinity, cod, bod, do, chloride, calcium, C. hardness, M. hardness, T. hardness, N-Nitrogen, Phosphate, Potassium, Sodium, Turbidity, Fluoride, Sulphate, and Sulphur are found 8.13, 27.57 °C, 218, 111.67, 78.67, 70.39, 2029, 5.70, 3.83, 70.83, 737, 62.30, 166.11, 679, 1132, 149, 11, 28.33, 4.44, 07, 178, 180 respectively. Heavy metal concentrations, including aluminum, arsenic, cadmium, iron, chromium, copper, zinc, lead, nickel, and manganese, are detected at 32, 7.2, 6.24, 96.4, 0.00, 0.00, 40, 0.00, 0.00, 30 μg/L, respectively. Concentrations of studied heavy metals, particularly, Mn, Ni, Cd, and Fe, have measurements that are greater than the permissible standard limits of BIS, WHO.</p></div>","PeriodicalId":100615,"journal":{"name":"HydroResearch","volume":"7 ","pages":"Pages 99-108"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2589757824000027/pdfft?md5=76499adb61dc31ce379ce8c172643025&pid=1-s2.0-S2589757824000027-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139540537","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
HydroResearchPub Date : 2024-01-01DOI: 10.1016/j.hydres.2024.09.010
Tian Xie, Junhong Bai
{"title":"Editorial: New approaches and perspectives on the theory and engineering of water environment health","authors":"Tian Xie, Junhong Bai","doi":"10.1016/j.hydres.2024.09.010","DOIUrl":"10.1016/j.hydres.2024.09.010","url":null,"abstract":"","PeriodicalId":100615,"journal":{"name":"HydroResearch","volume":"7 ","pages":"Page A1"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142744826","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}